procedure
The Binary Whale Optimization Algorithm (BWOA) for Residential Energy Management Systems (REMs) utilizes a population size of 50 whales, an exploration phase for random search, an exploitation phase using spiral updating, a mechanism for encircling prey based on the best solution, a convergence mechanism that decreases exploration over time, and a fitness evaluation based on a cost function considering energy consumption and utility costs.

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